All Questions
Tagged with gpu tensorflow
1,539 questions
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compatibility issues btw RTX 5070ti and Tensorflow GPU
My PC operates on a Windows platform and is equipped with an RTX 5070 Ti graphics card, utilizing CUDA version 12.
I want to use tensorflow-gpu, but the latest version of TensorFlow that is compatible ...
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1
answer
53
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Why is tensorflow not recognizing my gpu after installing it with anaconda
So im trying to use tensorflow with my yolov8 project but for some reason it is not recognizing my gpu. I had originally installed it using pip but i was told i should use conda instead, so i switched ...
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My Google Colab GPU refuses to work. It gets connected and also shows that it's connected, but when I train or run anything, my system RAM gets used
My Google Colab GPU doesn't get used even when I am connected to it. I'm trying to run a PyTorch model on Google Colab using the free GPU, but it seems that my code is still running on the CPU despite ...
1
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0
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29
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Incorrect header check error when trying to access a tf_record file
I've recently ran into an error when trying to evaluate my training model onto my testing files. The error is thrown at the batch_raw = raw_iter.get_next():
try:
while N_b<max_batches:
...
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-7
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1
answer
104
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Tensorflow not picking up gpu when compatible drivers are installed
nvidia-smi
Thu Feb 13 03:13:38 2025
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 555.42.06 Driver Version: 555.42.06 ...
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How can I free the nvidia gpu memory allocated by tensorflow (2.17.0) in my running jupyter notebook?
I have a jupyter notebook running on the kernel opt/conda/bin/python in my Google Compute Engine machine (Debian).
The first cell of my notebook loads image data from the disk and saves it in the ...
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1
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75
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Use GPU for deeplearning with TensorFlow
I would like to be able to use my GPU for deeplearning with tensorflow, my graphics card is an NVIDIA GeForce GTX 1050 Ti, I am on Windows 11, the version of tensorflow that I am using is 2.18.0, the ...
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160
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TensorFlow 2.14.1 Not Detecting GPU on Ubuntu 24.04.1 LTS Despite CUDA Drivers Being Installed
I'm using TensorFlow 2.14.1 on Ubuntu 24.04.1 LTS. When I open a Python terminal and import TensorFlow (import tensorflow as tf), I encounter the following warnings:
I tensorflow/tsl/cuda/cudart_stub....
- 3,667
1
vote
1
answer
52
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tensorflow model.predict uses more and more memory
I am using tensorflow 2.14. I have a dataset created using from_generator. I then batched the dataset to a fixed batch_size 1024. The code used is close to d1024 = from_generator(...).batch(1024)....
- 2,542
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Error processing frame: failed to allocate memory [Op:AddV2] - Deepface object detection
i'm a newbie to object detection, we wrote a script to identify gender and age of a person using the deepface library and then adds trackers using the Sort library.
The code works well on the CPU and ...
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1
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2
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203
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Multi-GPU training in Tensorflow results in Nans
I am trying to train using multiple GPUs, however the loss is always Nan after a few steps. If I use a single GPU, then its fine. Below shows a dummy script that results in nan's after a few steps. ...
- 71
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1
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173
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pip install 'tensorflow[and-cuda]' on Fedora 40
I tried to install tensorflow and CUDA together by python3 -m pip install 'tensorflow[and-cuda]', but it seems that something went wrong. Unfortunately, I do not understand what I am doing wrong. I ...
1
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0
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25
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InvalidArgumentError: Graph execution error how to solve it in tensor flow
I'm trying to train an encoder-decoder model using InceptionV3 as the encoder and an LSTM-based decoder. I'm facing an error related to GPU compatibility. Here is the part of my code that causes the ...
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58
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Problems running ConvNext models from tensorflow.keras.applications on my macbook pro m3 using tensorflow metal
I'm trying to run ConvNeXt (a CNN architecture) on my MacBook M3 Pro GPU for my thesis research on feature extraction. When running on GPU it doesn't work, and while it runs on CPU, the training is ...
3
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1
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440
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Tensorflow Docker Not Using GPU
I'm trying to get Tensorflow working on my Ubuntu 24.04.1 with a GPU.
According to this page:
Docker is the easiest way to run TensorFlow on a GPU since the host machine only requires the NVIDIA® ...
- 20.7k